Creates a new version of a model from a trained TensorFlow model. If the version created in the cloud by this call is the first deployed version of the specified model, it will be made the default version of the model. When you add a version to a model that already has one or more versions, the default version does not automatically change. If you want a new version to be the default, you must call projects.models.versions.setDefault.
Arguments
| Parameters | |
|---|---|
parent |
Required. The name of the model. |
body |
Required. |
Raised exceptions
| Exceptions | |
|---|---|
ConnectionError |
In case of a network problem (such as DNS failure or refused connection). |
HttpError |
If the response status is >= 400 (excluding 429 and 503). |
TimeoutError |
If a long-running operation takes longer to finish than the specified timeout limit. |
TypeError |
If an operation or function receives an argument of the wrong type. |
ValueError |
If an operation or function receives an argument of the right type but an inappropriate value. For example, a negative timeout. |
Response
If successful, the response contains an instance of GoogleLongrunning__Operation.
Subworkflow snippet
Some fields might be optional or required. To identify required fields, refer to the API documentation.
YAML
- create: call: googleapis.ml.v1.projects.models.versions.create args: parent: ... body: acceleratorConfig: count: ... type: ... autoScaling: maxNodes: ... metrics: ... minNodes: ... container: args: ... command: ... env: ... image: ... ports: ... deploymentUri: ... description: ... etag: ... explanationConfig: integratedGradientsAttribution: numIntegralSteps: ... sampledShapleyAttribution: numPaths: ... xraiAttribution: numIntegralSteps: ... framework: ... labels: ... machineType: ... manualScaling: nodes: ... name: ... packageUris: ... predictionClass: ... pythonVersion: ... requestLoggingConfig: bigqueryTableName: ... samplingPercentage: ... routes: health: ... predict: ... runtimeVersion: ... serviceAccount: ... result: createResult
JSON
[ { "create": { "call": "googleapis.ml.v1.projects.models.versions.create", "args": { "parent": "...", "body": { "acceleratorConfig": { "count": "...", "type": "..." }, "autoScaling": { "maxNodes": "...", "metrics": "...", "minNodes": "..." }, "container": { "args": "...", "command": "...", "env": "...", "image": "...", "ports": "..." }, "deploymentUri": "...", "description": "...", "etag": "...", "explanationConfig": { "integratedGradientsAttribution": { "numIntegralSteps": "..." }, "sampledShapleyAttribution": { "numPaths": "..." }, "xraiAttribution": { "numIntegralSteps": "..." } }, "framework": "...", "labels": "...", "machineType": "...", "manualScaling": { "nodes": "..." }, "name": "...", "packageUris": "...", "predictionClass": "...", "pythonVersion": "...", "requestLoggingConfig": { "bigqueryTableName": "...", "samplingPercentage": "..." }, "routes": { "health": "...", "predict": "..." }, "runtimeVersion": "...", "serviceAccount": "..." } }, "result": "createResult" } } ]